time-attention

DataFunSummit

Mar 30, 2022 · Artificial Intelligence

Travel Intent Prediction in E-commerce: Algorithm Strategies, Multi-Source Behavior Modeling, and Experimental Results

This article presents a comprehensive overview of travel intent prediction at Alibaba's Fliggy platform, detailing the unique challenges of low‑frequency travel behavior, multi‑source user actions, a multi‑CNN and time‑attention model design, and experimental evaluations that demonstrate improved recommendation performance.